Cargando…

Social Network Analysis of Intensive Care Unit Health Care Professionals Measured by Wearable Sociometric Badges: Longitudinal Observational Study

BACKGROUND: Use of wearable sensor technology for studying human teamwork behavior is expected to generate a better understanding of the interprofessional interactions between health care professionals. OBJECTIVE: We used wearable sociometric sensor badges to study how intensive care unit (ICU) heal...

Descripción completa

Detalles Bibliográficos
Autores principales: Kawamoto, Eiji, Ito-Masui, Asami, Esumi, Ryo, Ito, Mami, Mizutani, Noriko, Hayashi, Tomoyo, Imai, Hiroshi, Shimaoka, Motomu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7808885/
https://www.ncbi.nlm.nih.gov/pubmed/33258785
http://dx.doi.org/10.2196/23184
_version_ 1783636997346164736
author Kawamoto, Eiji
Ito-Masui, Asami
Esumi, Ryo
Ito, Mami
Mizutani, Noriko
Hayashi, Tomoyo
Imai, Hiroshi
Shimaoka, Motomu
author_facet Kawamoto, Eiji
Ito-Masui, Asami
Esumi, Ryo
Ito, Mami
Mizutani, Noriko
Hayashi, Tomoyo
Imai, Hiroshi
Shimaoka, Motomu
author_sort Kawamoto, Eiji
collection PubMed
description BACKGROUND: Use of wearable sensor technology for studying human teamwork behavior is expected to generate a better understanding of the interprofessional interactions between health care professionals. OBJECTIVE: We used wearable sociometric sensor badges to study how intensive care unit (ICU) health care professionals interact and are socially connected. METHODS: We studied the face-to-face interaction data of 76 healthcare professionals in the ICU at Mie University Hospital collected over 4 weeks via wearable sensors. RESULTS: We detail the spatiotemporal distributions of staff members’ inter- and intraprofessional active face-to-face interactions, thereby generating a comprehensive visualization of who met whom, when, where, and for how long in the ICU. Social network analysis of these active interactions, concomitant with centrality measurements, revealed that nurses constitute the core members of the network, while doctors remain in the periphery. CONCLUSIONS: Our social network analysis using the comprehensive ICU interaction data obtained by wearable sensors has revealed the leading roles played by nurses within the professional communication network.
format Online
Article
Text
id pubmed-7808885
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher JMIR Publications
record_format MEDLINE/PubMed
spelling pubmed-78088852021-01-29 Social Network Analysis of Intensive Care Unit Health Care Professionals Measured by Wearable Sociometric Badges: Longitudinal Observational Study Kawamoto, Eiji Ito-Masui, Asami Esumi, Ryo Ito, Mami Mizutani, Noriko Hayashi, Tomoyo Imai, Hiroshi Shimaoka, Motomu J Med Internet Res Original Paper BACKGROUND: Use of wearable sensor technology for studying human teamwork behavior is expected to generate a better understanding of the interprofessional interactions between health care professionals. OBJECTIVE: We used wearable sociometric sensor badges to study how intensive care unit (ICU) health care professionals interact and are socially connected. METHODS: We studied the face-to-face interaction data of 76 healthcare professionals in the ICU at Mie University Hospital collected over 4 weeks via wearable sensors. RESULTS: We detail the spatiotemporal distributions of staff members’ inter- and intraprofessional active face-to-face interactions, thereby generating a comprehensive visualization of who met whom, when, where, and for how long in the ICU. Social network analysis of these active interactions, concomitant with centrality measurements, revealed that nurses constitute the core members of the network, while doctors remain in the periphery. CONCLUSIONS: Our social network analysis using the comprehensive ICU interaction data obtained by wearable sensors has revealed the leading roles played by nurses within the professional communication network. JMIR Publications 2020-12-31 /pmc/articles/PMC7808885/ /pubmed/33258785 http://dx.doi.org/10.2196/23184 Text en ©Eiji Kawamoto, Asami Ito-Masui, Ryo Esumi, Mami Ito, Noriko Mizutani, Tomoyo Hayashi, Hiroshi Imai, Motomu Shimaoka. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 31.12.2020. https://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in the Journal of Medical Internet Research, is properly cited. The complete bibliographic information, a link to the original publication on http://www.jmir.org/, as well as this copyright and license information must be included.
spellingShingle Original Paper
Kawamoto, Eiji
Ito-Masui, Asami
Esumi, Ryo
Ito, Mami
Mizutani, Noriko
Hayashi, Tomoyo
Imai, Hiroshi
Shimaoka, Motomu
Social Network Analysis of Intensive Care Unit Health Care Professionals Measured by Wearable Sociometric Badges: Longitudinal Observational Study
title Social Network Analysis of Intensive Care Unit Health Care Professionals Measured by Wearable Sociometric Badges: Longitudinal Observational Study
title_full Social Network Analysis of Intensive Care Unit Health Care Professionals Measured by Wearable Sociometric Badges: Longitudinal Observational Study
title_fullStr Social Network Analysis of Intensive Care Unit Health Care Professionals Measured by Wearable Sociometric Badges: Longitudinal Observational Study
title_full_unstemmed Social Network Analysis of Intensive Care Unit Health Care Professionals Measured by Wearable Sociometric Badges: Longitudinal Observational Study
title_short Social Network Analysis of Intensive Care Unit Health Care Professionals Measured by Wearable Sociometric Badges: Longitudinal Observational Study
title_sort social network analysis of intensive care unit health care professionals measured by wearable sociometric badges: longitudinal observational study
topic Original Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7808885/
https://www.ncbi.nlm.nih.gov/pubmed/33258785
http://dx.doi.org/10.2196/23184
work_keys_str_mv AT kawamotoeiji socialnetworkanalysisofintensivecareunithealthcareprofessionalsmeasuredbywearablesociometricbadgeslongitudinalobservationalstudy
AT itomasuiasami socialnetworkanalysisofintensivecareunithealthcareprofessionalsmeasuredbywearablesociometricbadgeslongitudinalobservationalstudy
AT esumiryo socialnetworkanalysisofintensivecareunithealthcareprofessionalsmeasuredbywearablesociometricbadgeslongitudinalobservationalstudy
AT itomami socialnetworkanalysisofintensivecareunithealthcareprofessionalsmeasuredbywearablesociometricbadgeslongitudinalobservationalstudy
AT mizutaninoriko socialnetworkanalysisofintensivecareunithealthcareprofessionalsmeasuredbywearablesociometricbadgeslongitudinalobservationalstudy
AT hayashitomoyo socialnetworkanalysisofintensivecareunithealthcareprofessionalsmeasuredbywearablesociometricbadgeslongitudinalobservationalstudy
AT imaihiroshi socialnetworkanalysisofintensivecareunithealthcareprofessionalsmeasuredbywearablesociometricbadgeslongitudinalobservationalstudy
AT shimaokamotomu socialnetworkanalysisofintensivecareunithealthcareprofessionalsmeasuredbywearablesociometricbadgeslongitudinalobservationalstudy